Orchestrate machine learning with pipelines

Data Scientist
Machine Learning

Orchestrating machine learning training with pipelines is a key element of DevOps for machine learning. In this module, you'll learn how to create, publish, and run pipelines to train models in Azure Machine Learning.

Learning objectives

  • Create Pipeline steps
  • Pass data between steps
  • Publish and run a pipeline
  • Schedule a pipeline


  • Knowledge of Python
  • Experience of training models using the Azure Machine Learning SDK